Introduction to Principal Component Analysis

This formula-free summary provides a short overview about how PCA (principal component analysis) works for dimension reduction, that is, to select *k* features…

Implementing a Neural Network from Scratch in

*This article was written by Denny Britz.*

In this…

Blog Implementing a Neural Network from Scratch in 9 Likes
Deep Learning Explained - in 4 Simple Facts

*This article comes from a writer at Steemit.*

First off,…

Blog Deep Learning Explained - in 4 Simple Facts 4 Likes
Data Science, Machine Learning, BI Explained

*Guest blog post by Rubens Zimbres, PhD.*

This article brings images from my work…

Blog Data Science, Machine Learning, BI Explained 26 Likes
The scariest use of machine learning
Just like nuclear physics, machine learning, AI, and data science can be used either for the better of for the worse. You can make either useful energy or terrible bombs using nuclear fission. The sa…
Discussion
The scariest use of machine learning
5 Likes
Introduction to Anomaly Detection

*In this article, Data Scientist Pramit Choudhary provides an introduction to both statistical and machine learning-based approaches to anomaly detection in Python.…*

Regression (LR and MLR) and differences, not

To produce a regression analysis of inference that can be justified or trustworthy in the sense that helpful. The term in the statistical methods that generate a linear the best estimator is not…

Blog Regression (LR and MLR) and differences, not 4 Likes
11 IPython Tutorials for Data Science and Mac

This is a collection of 10 great GitHub repositories focusing on IPython, TensorFlow, Theano and related topics, for data scientists. The last one is not on GitHub.…

Blog 11 IPython Tutorials for Data Science and Mac 16 Likes
A Database of 800 Analytics Companies
## WOLFRAM MATHEMATICA

In a prior post I outlined some thoughts on the outlook for the data analytics sector and referenced a database I prepared of analytics companies. At the time the list comprised about 400 names…

Blog A Database of 800 Analytics Companies 6 Likes How To Make a Scatter Plot in R for AP Statis Blog How To Make a Scatter Plot in R for AP Statis 2 Likes R vs Python? No! R and Python (and somethingBefore assessing R and Python, I will start with Wolfram Mathematica. It's a powerful software, similar to MatLab. You can handle…

Blog R vs Python? No! R and Python (and something 15 Likes
15 Deep Learning Tutorials

This reference is a part of a new series of DSC articles, offering selected tutorials on subjects such as deep learning, machine learning, data science, deep data science, artificial intelligence,…

Blog 15 Deep Learning Tutorials 25 Likes 16 Great Blogs Posted in the last 12 MonthsThis is part of a new series of articles: once or twice a month, we post previous articles that were very popular when first published. These articles are at least 6 month old but no more…

Blog 16 Great Blogs Posted in the last 12 Months 3 Likes
14 Useful Code Snippets

Written in R, Python, Perl, C, and JavaScript, performing tasks such as web crawling, encryption, simulation, regression, NLP, or visualizations. …

Blog 14 Useful Code Snippets 6 Likes© 2018 Data Science Central ® Powered by

Badges | Report an Issue | Privacy Policy | Terms of Service